Abstract
• Energy management system for distribution system with IoT with hybrid technique. • Deer hunting optimization (DHO) algorithm and crow search algorithm (CSA). • Optimally control the power and distribution system resources depends on IoT. • Distribution system interconnected with the data acquisition module. • IoT-based communication structure utilized to facilitate the demand response. • IoT distribution system maximizes that flexibility of network. This article proposes an Energy Management System (EMS) for distribution system with Internet of Things (IoT) framework through hybrid technique. The proposed hybrid system is the joint implementation of Deer Hunting Optimization (DHO) and Crow Search algorithm (CSA) and thus it is known as DHOCSA method. The major purpose of the proposed work is optimally control that power and distribution system resources through continuous data monitoring as communication framework depends on IoT. In the proposed system, the distribution system interconnected with the data acquisition module, which is IoT object through single IP address that results at mesh wireless network of devices. The IoT-based communication structure utilized for facilitating the development of demand response (DR) for the EMS distribution system. This framework collects the DR from load and broadcast the data to a centralized server. The transmitted data is processed using the DHOCSA technique. In this manner, the IoT distribution system maximizes that flexibility of network provides optimal utilize of the available resources. Also the proposed system is dependable to satisfy that global supply and energy demand. Finally, the proposed system performance actualized on MATLAB/Simulink platform with three test cases and compared with various approaches.
Published Version
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